PCA Index Dashboard Examples

PCA Index Dashboard Examples#

This script was last run at 2024-03-02 10:10:00.922661+00:00 (UTC)
In US/Central Time, this is 2024-03-02 04:10:00.922661-06:00
## Visualize Principal Component 1
pc1, loadings = pca_index.pca(dfn, module="scikitlearn")
pc1.plot();
../_images/9cafa80a0f8ff1bcf821e8d432e8922f191d258b69282f6dba272285ff1daf14.png
# Simple version
fig = px.line(pc1)
fig.show()
vix = df.loc[:,['VIX']]
vix.plot()
<Axes: xlabel='DATE'>
../_images/8be8d880e8d357c1f784494164fe5f11f55c337e84b3778e910d790419dc4af2.png
fig = px.line(vix)
fig.show()
../_images/a20b2ad801ecb395d5d3a1ce31b66fb0f5aac5682f09f5b5c6baa9bb37361ad4.png